Conventional and deep-learning-based side-channel analysis on embedded devices

• المؤلف الرئيسي: Gao, Diyan
• مؤلفون آخرون: Gwee Bah Hwee
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2025
• الموضوعات: Engineering; Deep learning; Side-channel attacks; AES
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/181998
• المؤسسة: Nanyang Technological University

The security of modern cryptographic devices is increasingly threatened by Side-Channel Attacks (SCA), particularly as traditional profiling attacks face limitations in scalability, adaptability, and noise handling. Manual feature selection, data acquisition, and fine-tuning are labor-intensive, esp...